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Benchmarks
Malicious Traffic Detection on UNSW-NB15 (with drift)
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0.9964
Accuracy
MalMoE
-0.0332
0.2341
0.5014
0.7687
Feb 10, 2026
Accuracy
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
MalMoE
2026.02
0.9964
0.9982
HyperVision
2026.02
0.9945
0.9973
E-GraphSAGE
2026.02
0.6805
0.8087
NetBeacon
2026.02
0.3776
0.5446
NetVigil
2026.02
0.0064
0
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